{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T17:37:03Z","timestamp":1777657023787,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,27]],"date-time":"2024-04-27T00:00:00Z","timestamp":1714176000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSF Awards","award":["1910601"],"award-info":[{"award-number":["1910601"]}]},{"name":"NSF Awards","award":["2144540"],"award-info":[{"award-number":["2144540"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4,27]]},"DOI":"10.1145\/3620666.3651367","type":"proceedings-article","created":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T12:08:21Z","timestamp":1713960501000},"page":"834-849","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-6808-0093","authenticated-orcid":false,"given":"Aditya","family":"Ranjan","sequence":"first","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3127-5931","authenticated-orcid":false,"given":"Tirthak","family":"Patel","sequence":"additional","affiliation":[{"name":"Rice University, Houston, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7085-2626","authenticated-orcid":false,"given":"Daniel","family":"Silver","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5247-2533","authenticated-orcid":false,"given":"Harshitta","family":"Gandhi","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7253-2458","authenticated-orcid":false,"given":"Devesh","family":"Tiwari","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,4,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1002\/lpor.200910010"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03202-1"},{"key":"e_1_3_2_1_3_1","volume-title":"Molecular docking with gaussian boson sampling. Science Advances, 6(23):eaax1950","author":"Banchi Leonardo","year":"2020","unstructured":"Leonardo Banchi, Mark Fingerhuth, Tomas Babej, Christopher Ing, and Juan Miguel Arrazola. Molecular docking with gaussian boson sampling. Science Advances, 6(23):eaax1950, 2020."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature23474"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/ab8504"},{"key":"e_1_3_2_1_6_1","volume-title":"Continuous variable quantum algorithms: an introduction","author":"Buck Samantha","year":"2021","unstructured":"Samantha Buck, Robin Coleman, and Hayk Sargsyan. Continuous variable quantum algorithms: an introduction, 2021."},{"key":"e_1_3_2_1_7_1","volume-title":"Nature","author":"Castelvecchi Davide","year":"2024","unstructured":"Davide Castelvecchi. The AI-quantum computing mash-up: will it revolutionize science? Nature, January 2024."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2022.0541"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1364\/IPRSN.2022.ITu4B.3"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747675"},{"key":"e_1_3_2_1_12_1","volume-title":"June","author":"Gan Beng Yee","year":"2022","unstructured":"Beng Yee Gan, Daniel Leykam, and Dimitris G. Angelakis. Fock state-enhanced expressivity of quantum machine learning models. EPJ Quantum Technology, 9(1), June 2022."},{"key":"e_1_3_2_1_13_1","volume-title":"Hierarchical quantum classifiers. npj Quantum Information, 4(1):65","author":"Grant Edward","year":"2018","unstructured":"Edward Grant, Marcello Benedetti, Shuxiang Cao, Andrew Hallam, Joshua Lockhart, Vid Stojevic, Andrew G. Green, and Simone Severini. Hierarchical quantum classifiers. npj Quantum Information, 4(1):65, 2018."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/abc17d"},{"key":"e_1_3_2_1_15_1","volume-title":"Advances in Neural Information Processing Systems","author":"Heusel Martin","year":"2017","unstructured":"Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter. Gans trained by a two time-scale update rule converge to a local nash equilibrium. In I. Guyon, U. Von Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett, editors, Advances in Neural Information Processing Systems, volume 30. Curran Associates, Inc., 2017."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.16.024051"},{"key":"e_1_3_2_1_17_1","volume-title":"Dec","author":"Huang Kaixuan","year":"2021","unstructured":"Kaixuan Huang, Zheng-An Wang, Chao Song, Kai Xu, Hekang Li, Zhen Wang, Qiujiang Guo, Zixuan Song, Zhi-Bo Liu, Dongning Zheng, Dong-Ling Deng, H. Wang, Jian-Guo Tian, and Heng Fan. Quantum generative adversarial networks with multiple superconducting qubits. npj Quantum Information, 7(1):165, Dec 2021."},{"key":"e_1_3_2_1_18_1","volume-title":"Nearest centroid classification on a trapped ion quantum computer. npj Quantum Information, 7","author":"Johri Sonika","year":"2020","unstructured":"Sonika Johri, Shantanu Debnath, Avinash Mocherla, Alexandros Singh, Anupam Prakash, Jungsang Kim, and Iordanis Kerenidis. Nearest centroid classification on a trapped ion quantum computer. npj Quantum Information, 7, 2020."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.22331\/q-2019-03-11-129"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.17016"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-04725-x"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1080\/00107514.2014.964942"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Nicolas Maring Andreas Fyrillas Mathias Pont Edouard Ivanov Petr Stepanov Nico Margaria William Hease Anton Pishchagin Thi Huong Au S\u00e9bastien Boissier Eric Bertasi Aur\u00e9lien Baert Mario Valdivia Marie Billard Ozan Acar Alexandre Brieussel Rawad Mezher Stephen C. Wein Alexia Salavrakos Patrick Sinnott Dario A. Fioretto Pierre-Emmanuel Emeriau Nadia Belabas Shane Mansfield Pascale Senellart Jean Senellart and Niccolo Somaschi. A general-purpose single-photon-based quantum computing platform 2023.","DOI":"10.1038\/s41566-024-01403-4"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-08760-8_21"},{"key":"e_1_3_2_1_26_1","volume-title":"Implementing graph-theoretic quantum algorithms on a silicon photonic quantum walk processor. Science Advances, 7(9):eabb8375","author":"Qiang Xiaogang","year":"2021","unstructured":"Xiaogang Qiang, Yizhi Wang, Shichuan Xue, Renyou Ge, Lifeng Chen, Yingwen Liu, Anqi Huang, Xiang Fu, Ping Xu, Teng Yi, Fufang Xu, Mingtang Deng, Jingbo B. Wang, Jasmin D. A. Meinecke, Jonathan C. F. Matthews, Xinlun Cai, Xuejun Yang, and Junjie Wu. Implementing graph-theoretic quantum algorithms on a silicon photonic quantum walk processor. Science Advances, 7(9):eabb8375, 2021."},{"key":"e_1_3_2_1_27_1","volume-title":"Improving quantum classifier performance in nisq computers by voting strategy from ensemble learning","author":"Qin Ruiyang","year":"2022","unstructured":"Ruiyang Qin, Zhiding Liang, Jinglei Cheng, Peter Kogge, and Yiyu Shi. Improving quantum classifier performance in nisq computers by voting strategy from ensemble learning, 2022."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.73.58"},{"key":"e_1_3_2_1_29_1","volume-title":"Apr","author":"Rist\u00e8 Diego","year":"2017","unstructured":"Diego Rist\u00e8, Marcus P. da Silva, Colm A. Ryan, Andrew W. Cross, Antonio D. C\u00f3rcoles, John A. Smolin, Jay M. Gambetta, Jerry M. Chow, and Blake R. Johnson. Demonstration of quantum advantage in machine learning. npj Quantum Information, 3(1):16, Apr 2017."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2219208120"},{"key":"e_1_3_2_1_31_1","first-page":"031010","article-title":"Generation of high-resolution handwritten digits with an ion-trap quantum computer","volume":"12","author":"Rudolph Manuel S.","year":"2022","unstructured":"Manuel S. Rudolph, Ntwali Bashige Toussaint, Amara Katabarwa, Sonika Johri, Borja Peropadre, and Alejandro Perdomo-Ortiz. Generation of high-resolution handwritten digits with an ion-trap quantum computer. Phys. Rev. X, 12:031010, Jul 2022.","journal-title":"Phys. Rev. X"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1039\/D2CS00203E"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.101.032308"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.101.032314"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1038\/nphoton.2011.283"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20807"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.22331\/q-2023-08-01-1071"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1038\/nphoton.2013.102"},{"key":"e_1_3_2_1_39_1","volume-title":"Broadband quadrature-squeezed vacuum and nonclassical photon number correlations from a nanophotonic device. Science Advances, 6(39):eaba9186","author":"Vaidya V. D.","year":"2020","unstructured":"V. D. Vaidya, B. Morrison, L. G. Helt, R. Shahrokshahi, D. H. Mahler, M. J. Collins, K. Tan, J. Lavoie, A. Repingon, M. Menotti, N. Quesada, R. C. Pooser, A. E. Lita, T. Gerrits, S. W. Nam, and Z. Vernon. Broadband quadrature-squeezed vacuum and nonclassical photon number correlations from a nanophotonic device. Science Advances, 6(39):eaba9186, 2020."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1021\/jp970984n"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA53966.2022.00057"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530400"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530495"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1364\/PRJ.434217"}],"event":{"name":"ASPLOS '24: 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","location":"La Jolla CA USA","acronym":"ASPLOS '24","sponsor":["SIGARCH ACM Special Interest Group on Computer Architecture","SIGOPS ACM Special Interest Group on Operating Systems","SIGPLAN ACM Special Interest Group on Programming Languages","SIGBED ACM Special Interest Group on Embedded Systems"]},"container-title":["Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3620666.3651367","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:03:43Z","timestamp":1750291423000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3620666.3651367"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,27]]},"references-count":43,"alternative-id":["10.1145\/3620666.3651367","10.1145\/3620666"],"URL":"https:\/\/doi.org\/10.1145\/3620666.3651367","relation":{},"subject":[],"published":{"date-parts":[[2024,4,27]]},"assertion":[{"value":"2024-04-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}